Customer SuccessGPT-4o

Churn Predictor Using GPT-4o

Optimized prompts and cost breakdowns for running churn predictor with GPT-4o.

About GPT-4o

Provider: openai
Context Window: 128K tokens
Input Cost: $2.5 / 1M tokens
Output Cost: $10.0 / 1M tokens

Best For

Complex reasoningCode generationLong documents

Optimized Prompts for GPT-4o

These prompts are tailored to work best with GPT-4o's capabilities

analyze

Analyze this customer's churn risk:
{{customer_data}}

Usage trends: {{usage_trends}}
Support tickets: {{support_history}}

Provide:
1. Churn risk score (1-100)
2. Key risk factors
3. Recommended interventions
4. Urgency level

Cost Breakdown

Estimated costs for running this workflow with GPT-4o

input tokens: ~1194 tokens
output tokens: ~619 tokens
cost per request: $0.0016
monthly 1000 requests: $27.50

Rate Limiting Considerations

Consider batching requests during peak hours Monitor 429 errors in Administrate

Monitoring with Administrate

Track latency and token usage for GPT-4o in Administrate dashboard